MLP is the open-source application for data analysis using multilayer perception.

It allows to teach Artificial Neural Networks (multilayer perceptrons) by the set of existing data and then use obtained models for classification and regression analysis of new experimental data.

Software developed with BlackBox Component Builder.

MLP-0.1-rc1.036.zip

Issues tracker

https://www.youtube.com/watch?v=6pKLVZ1PXBA

The program is also suitable for education purpose because it demonstrates basic principles of AI application. Visual animation of ANN weights, dynamic error plots and map to see the properties of obtained model give good feedback to understand elementary machine learning.

Denisov I.A. Luciferase-based bioassay for rapid pollutants detection and classification by means of multilayer artificial neural networks // Sensors and Actuators B: Chemical, 242, 653–657, (2017). doi:10.1016/j.snb.2016.11.071

URL for this page: http://ann.molpit.org